{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——基础雷达图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.3.3\n",
      "1.2.0\n",
      "1.19.4\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['STHeiti'] #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.3.2\n",
    "- pandas == 1.2.0\n",
    "- numpy == 1.19.2\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础雷达图 - 四个指标进行对比"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x768 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "dark"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "from math import pi\n",
    "\n",
    "\n",
    "df = pd.DataFrame({\n",
    "'group': ['A','B','C','D'],\n",
    "'var1': [28, 1.0, 30, 3],\n",
    "'var2': [30, 15, 9, 34],\n",
    "'var3': [9, 29, 25, 14],\n",
    "'var4': [11, 31, 30, 24],\n",
    "'var5': [26, 18, 22, 34]\n",
    "})\n",
    "\n",
    "# ------- PART 1: Define a function that do a plot for one line of the dataset!\n",
    "\n",
    "def make_spider( row, title, color):\n",
    "\n",
    "# number of variable\n",
    "\n",
    "\n",
    "    categories=list(df)[1:]\n",
    "    N = len(categories)\n",
    "\n",
    "# What will be the angle of each axis in the plot? (we divide the plot / number of variable)\n",
    "    angles = [n / float(N) * 2 * pi for n in range(N)]\n",
    "    angles += angles[:1]\n",
    "\n",
    "# Initialise the spider plot\n",
    "    ax = plt.subplot(2,2,row+1, polar=True, )\n",
    "\n",
    "# If you want the first axis to be on top:\n",
    "    ax.set_theta_offset(pi / 2)\n",
    "    ax.set_theta_direction(-1)\n",
    "\n",
    "# Draw one axe per variable + add labels labels yet\n",
    "    plt.xticks(angles[:-1], categories, color='grey', size=9)\n",
    "\n",
    "# Draw ylabels\n",
    "    ax.set_rlabel_position(0)\n",
    "    plt.yticks([10,20,30], [\"10\",\"20\",\"30\"], color=\"grey\", size=8)\n",
    "    plt.ylim(0,40)\n",
    "\n",
    "# Ind1\n",
    "    values=df.loc[row].drop('group').values.flatten().tolist()\n",
    "    values += values[:1]\n",
    "    ax.plot(angles, values, color=color, linewidth=2, linestyle='solid')\n",
    "    ax.fill(angles, values, color=color, alpha=0.4)\n",
    "\n",
    "# Add a title\n",
    "    plt.title(title, size=15, color=color, y=1.1)\n",
    "\n",
    "# ------- PART 2: Apply to all individuals\n",
    "# initialize the figure\n",
    "my_dpi=96\n",
    "plt.figure(figsize=(9, 8), dpi=my_dpi)\n",
    "\n",
    "# Create a color palette:\n",
    "my_palette = plt.cm.get_cmap(\"Set2\", len(df.index))\n",
    "\n",
    "\n",
    "\n",
    "# Loop to plot\n",
    "for row in range(0, len(df.index)):\n",
    "    make_spider( row=row, title='group '+df['group'][row], color=my_palette(row))\n",
    "\n",
    "plt.savefig('G_04.png')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
